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This research aims to examine the multidimensional nature of poverty across EU Member States through a multivariate analysis of selected socio-economic indicators. Ten indicators were initially selected to capture the multidimensional nature of poverty and the broader socio-economic situation encompassing income poverty and deprivation within the sustainable development goal 1, housing conditions, economic performance and digital factors. Based on the Kaiser-Meyer-Olkin test and subsequent statistical analyses, six indicators were retained for the final multivariate analysis. Data were drawn from the Eurostat Database. Univariate and multivariate statistical techniques were applied during the analyses. Pearson\u2019s correlation coefficient was used to find linear relationships between pairs of indicators, while a principal component analysis and a cluster analysis were implemented to examine multidimensional structures and patterns. The multivariate analysis was conducted across three time spans: 2015\u20132019, 2020 (analysed separately as the Covid-19 pandemic disrupted economies) and 2021\u20132023. The results reveal a general decline in poverty; nevertheless, they also emphasise persistent regional disparities across EU Member States. Bulgaria, Greece, Romania, and Latvia form the most vulnerable cluster in the final period, whereas several countries in Northern and Western Europe show more stable trends. The results further indicate that multidimensional poverty profiles cannot be explained solely by economic performance or geographical location. In conclusion, the cluster-based approach provides a dynamic perspective on the diverse experiences of poverty in the EU. The results show the need for tailored policy responses that reflect the specificities of individual EU countries and clusters to promote sustainable and inclusive development and to strengthen resilience to potential future crises.<\/jats:p>","DOI":"10.1371\/journal.pone.0343050","type":"journal-article","created":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T17:24:16Z","timestamp":1790789056000},"page":"e0343050","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":0,"title":["Multivariate analysis of poverty and social exclusion across EU countries in the context of Sustainable Development Goal 1"],"prefix":"10.1371","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6815-5629","authenticated-orcid":true,"given":"Silvia","family":"Megyesiova","sequence":"first","affiliation":[{"name":"Bratislava University of Economics and Business","place":["Ko\u0161ice, Slovak Republic"],"department":["Faculty of Business Economics with seat in Ko\u0161ice"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2154-9564","authenticated-orcid":true,"given":"Cecilia","family":"Olexova","sequence":"additional","affiliation":[{"name":"Bratislava University of Economics and Business","place":["Ko\u0161ice, Slovak Republic"],"department":["Faculty of Business Economics with seat in Ko\u0161ice"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2026,9,30]]},"reference":[{"key":"pone.0343050.ref001","doi-asserted-by":"crossref","first-page":"966918","DOI":"10.3389\/fsoc.2023.966918","article-title":"The role of social innovation in tackling global poverty and vulnerability","volume":"8","author":"J Millard","year":"2023","journal-title":"Front Sociol"},{"key":"pone.0343050.ref002","doi-asserted-by":"crossref","unstructured":"International Labour Organization. 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Living conditions in Europe \u2013 poverty and social exclusion. 2025. 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Welfare economics: past, present, and future","volume":"12","author":"A Sen","year":"2020","journal-title":"Annu Rev Econ"},{"key":"pone.0343050.ref043","first-page":"15","article-title":"Intertemporal material deprivation: a proposal and an application to EU countries","author":"W Bossert","year":"2019","journal-title":"Deprivation, inequality and polarization: Economic studies in inequality, social exclusion and well-being. Singapore: Springer Nature Singapore Pte Ltd"},{"key":"pone.0343050.ref044","unstructured":"United Nations. The 17 sustainable development goals. 2025. Accessed 2025 March 19."},{"key":"pone.0343050.ref045","unstructured":"Eurostat. Database - Eurostat. https:\/\/ec.europa.eu\/eurostat\/web\/main\/data\/database. 2023. Accessed 2025 March 15."},{"key":"pone.0343050.ref046","unstructured":"European Commission. Europe\u2019s digital decade: digital targets for 2030. 2022. https:\/\/commission.europa.eu\/strategy-and-policy\/priorities-2019-2024\/europe-fit-digital-age\/europes-digital-decade-digital-targets-2030_en"},{"key":"pone.0343050.ref047","volume-title":"A first course in statistics","author":"R Loveday","year":"2016"},{"key":"pone.0343050.ref048","volume-title":"Statistics","author":"RS Witte","year":"2017"},{"issue":"13","key":"pone.0343050.ref049","doi-asserted-by":"crossref","first-page":"7409","DOI":"10.3390\/su13137409","article-title":"Reducing socioeconomic inequalities in the European union in the context of the 2030 agenda for sustainable development","volume":"13","author":"A Szyma\u0144ska","year":"2021","journal-title":"Sustainability"},{"issue":"1","key":"pone.0343050.ref050","doi-asserted-by":"crossref","first-page":"2","DOI":"10.2478\/mgr-2020-0001","article-title":"Changes in the geographical distribution of youth poverty and social exclusion in EU member countries between 2008 and 2017","volume":"28","author":"E \u0160olt\u00e9s","year":"2020","journal-title":"Moravian Geograph Rep"},{"issue":"12","key":"pone.0343050.ref051","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0291933","article-title":"European Union and its progress towards affordable and clean energy in context of the Agenda 2030","volume":"18","author":"S Megyesiova","year":"2023","journal-title":"PLoS One"},{"issue":"1","key":"pone.0343050.ref052","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1109\/TPAMI.1983.4767342","article-title":"The effect of cluster size, dimensionality, and the number of clusters on recovery of true cluster structure","volume":"5","author":"GW Milligan","year":"1983","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"pone.0343050.ref053","doi-asserted-by":"crossref","DOI":"10.4135\/9781446261033","volume-title":"Cluster analysis: logic and classics","author":"DS Byrne","year":"2012"},{"key":"pone.0343050.ref054","doi-asserted-by":"crossref","DOI":"10.1002\/9780470977811","volume-title":"Cluster analysis","author":"BS Everitt","year":"2011"},{"key":"pone.0343050.ref055","volume-title":"Multivariate analysis","author":"WR Dillon","year":"1984"},{"key":"pone.0343050.ref056","volume-title":"Principal components analysis","author":"GH Dunteman","year":"2008"},{"key":"pone.0343050.ref057","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-1904-8","author":"IT Jolliffe","year":"1986","journal-title":"Principal component analysis. New York: Springer Science Business Media"},{"issue":"2065","key":"pone.0343050.ref058","first-page":"20150202","article-title":"Principal component analysis: a review and recent developments","volume":"374","author":"IT Jolliffe","year":"2016","journal-title":"Philos Trans A Math Phys Eng Sci"},{"key":"pone.0343050.ref059","volume-title":"A step-by-step approach to using SAS for factor analysis and structural equation modeling","author":"N O\u2019Rourke","year":"2013","edition":"2"},{"key":"pone.0343050.ref060","article-title":"Principal component analysis and factor analysis: differences and similarities in nutritional epidemiology application","volume":"22","author":"O Santos R de","year":"2019","journal-title":"Rev Bras Epidemiol"},{"issue":"8","key":"pone.0343050.ref061","doi-asserted-by":"crossref","first-page":"1226","DOI":"10.3390\/foods13081226","article-title":"Unveiling digital transformation: a catalyst for enhancing food security and achieving sustainable development goals at the european union level","volume":"13","author":"AA V\u0103rzaru","year":"2024","journal-title":"Foods"},{"key":"pone.0343050.ref062","unstructured":"Council of the European Union. Council Recommendation of 30 January 2023 on adequate minimum income ensuring active inclusion. 2023. https:\/\/eur-lex.europa.eu\/legal-content\/EN\/TXT\/?uri=OJ%3AJOC_2023_041_R_0001"},{"key":"pone.0343050.ref063","unstructured":"Transforming our world: The 2030 Agenda for Sustainable Development. United Nations General Assembly; 2015. https:\/\/www.un.org\/sustainabledevelopment\/development-goals\/"},{"key":"pone.0343050.ref064","unstructured":"European Commission. The European Pillar of Social Rights Action Plan. 2021. https:\/\/eur-lex.europa.eu\/legal-content\/EN\/TXT\/?uri=CELEX:52021DC0102"},{"key":"pone.0343050.ref065","unstructured":"European Parliament, Council. Decision (EU) 2022\/2481 of 14 December 2022 establishing the Digital Decade Policy Programme 2030. Official J European Union. 2022;2022(L 323):4\u201326."},{"key":"pone.0343050.ref066","unstructured":"European Union. Official journal of the European union. 2021. https:\/\/eur-lex.europa.eu\/eli\/reg\/2021\/1057\/oj"},{"key":"pone.0343050.ref067","unstructured":"Reuters. Greek PM unveils tax breaks amid cost of living crisis. 2025."},{"key":"pone.0343050.ref068","article-title":"Greek PM pledges pension, wage hikes by 2027, within budget limits","author":"R Maltezou","year":"2024","journal-title":"Reuters"},{"issue":"1","key":"pone.0343050.ref069","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1111\/ijsw.12575","article-title":"Success in agenda setting through failure in policymaking: exploring a new policy venue in the Polish European Semester 2012\u20132022","volume":"32","author":"R Szarfenberg","year":"2022","journal-title":"Int J Soc Welfare"},{"key":"pone.0343050.ref070","doi-asserted-by":"crossref","first-page":"109888","DOI":"10.1016\/j.ecolind.2023.109888","article-title":"SDGs implementation, their synergies, and trade-offs in EU countries \u2013 Sensitivity analysis-based approach","volume":"146","author":"M Kuc-Czarnecka","year":"2023","journal-title":"Ecological Indicators"},{"key":"pone.0343050.ref071","author":"U European","year":"2024"},{"key":"pone.0343050.ref072","doi-asserted-by":"crossref","first-page":"114518","DOI":"10.1016\/j.enpol.2025.114518","article-title":"Measuring and targeting energy poverty in Europe using a multidimensional approach","volume":"199","author":"MA Tovar Rea\u00f1os","year":"2025","journal-title":"Energy Policy"},{"issue":"2","key":"pone.0343050.ref073","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1080\/17496535.2013.779002","article-title":"Power, not pity: poverty and human rights","volume":"7","author":"R Lister","year":"2013","journal-title":"Ethics and Social Welfare"},{"issue":"2","key":"pone.0343050.ref074","first-page":"235","article-title":"Child poverty in rich countries","volume":"36","author":"J McMahon","year":"2006","journal-title":"International Journal of Health Services"},{"issue":"9","key":"pone.0343050.ref075","first-page":"7454","article-title":"Social entrepreneurship impact in the EU: empirical evidence through social and environmental indicators","volume":"15","author":"J Fernandez-Guadano","year":"2023","journal-title":"Sustainability"}],"container-title":["PLOS One"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0343050","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T17:24:28Z","timestamp":1790789068000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0343050"}},"subtitle":[],"editor":[{"given":"Angela Mendes","family":"Freitas","sequence":"first","affiliation":[{"name":"University of Coimbra: Universidade de Coimbra","place":["PORTUGAL"]}],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2026,9,30]]},"references-count":75,"journal-issue":{"issue":"9","published-online":{"date-parts":[[2026,9,30]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pone.0343050","relation":{},"ISSN":["1932-6203"],"issn-type":[{"value":"1932-6203","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,9,30]]}}}